NLP Applications

Fabrizio Sebastiani

Director of Research

Alejandro Moreo

Senior Researcher

This research area focuses on the development of NLP and AI algorithms and methodologies, with particular emphasis on their application to various aspects of text analysis. Over the years, we have conducted extensive research on representation learning for text classification, including both cross-lingual and cross-domain scenarios, as well as robust representation learning for handling misspellings. Our work also covers sentiment classification, sequence learning for information extraction, cost-sensitive text classification, and the application of these methods to domains such as authorship analysis, technology-assisted review, and native language identification.